Fractional order human arm dynamics with variability analyses

被引:36
作者
Tejado, Ines [1 ,2 ]
Valerio, Duarte [1 ]
Pires, Pedro [1 ]
Martins, Jorge [1 ]
机构
[1] Univ Tecn Lisboa, LAETA IDMEC, Inst Super Tecn, P-1049001 Lisbon, Portugal
[2] Univ Extremadura, Sch Ind Engn, Badajoz 06006, Spain
关键词
Human arm; Modelling; Fractional models; Levy method; HUMAN HAND; IMPEDANCE; MODELS; ROBOT;
D O I
10.1016/j.mechatronics.2013.05.003
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper uses experimental data to model the human arm at the elbow joint, using both third order integer dynamic models, commonly found in the literature, and fractional order models (involving derivatives of fractional order, between 1.2 and 1.4). The latter models prove to be superior, as they provide a better adjustment, with less parameters, with lower parameter uncertainty, and without instability problems. These novel results for modelling the human arm are in line with published literature suggesting that muscles may be profitably modelled with fractional derivatives. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:805 / 812
页数:8
相关论文
共 32 条
[1]   Biomechanical models of the human hand-arm to simulate distributed biodynamic responses for different postures [J].
Adewusi, S. ;
Rakheja, S. ;
Marcotte, P. .
INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS, 2012, 42 (02) :249-260
[2]  
[Anonymous], 1998, ESAIM P SYSTEMES DIF
[3]  
[Anonymous], 2004, 1 IFAC WORKSH FRACT
[4]  
[Anonymous], 1993, INTRO FRACTIONAL CA
[5]  
[Anonymous], 1999, FRACTIONAL DIFFERENT
[6]  
[Anonymous], P 1 IEEE RAS EMBS IN
[7]  
[Anonymous], 2004, FRACTIONAL CALCULUS
[8]  
Bar-Cohen Y, 2009, P SOC PHOTO-OPT INS, V7401, P7402
[9]   Adaptation of reflexive feedback during arm posture to different environments [J].
de Vlugt, E ;
Schouten, AC ;
van der Helm, FCT .
BIOLOGICAL CYBERNETICS, 2002, 87 (01) :10-26
[10]   Influence of Vibration Modes and Human Operator on the Stability of Haptic Rendering [J].
Diaz, Inaki ;
Juan Gil, Jorge .
IEEE TRANSACTIONS ON ROBOTICS, 2010, 26 (01) :160-165